anything new from I See lately?
Question · by reunion_may_91 · Member since Oct 2026 · 1 post · 1w1 week ago
Eye care center in Hamilton, ON
4.9 · 121 reviewsOpens today at 10 AMOpens today at 10 AM
At I See Eyecare we strive to give our patients and clients the best customer experience, while fulfilling all of their optical needs. Book your appointment with Dr. Maria Sanchez or Dr. E. Orlando Oliva
Eligible to offer 20% cashback to customers who shop here.OrbitBack
Add your name so AI can say who owns the business
Unclaimed · Replies to reviews · Add the year you opened so AI can say how long you've been open
ConfirmedVisitor submittedAI guess
Updated Oct 29, 2026Last activity 5 days ago, a question from hamilton_owl.
19 asked · 0 answered by I See
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What I See offers, what it costs, and what people come for.
No code detected[Photo 1]
No code detected[Photo 2]
No code detected[Photo 3]
No code detected[Photo 4]When it's quiet, where to park, and what's nearby.
Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.
What reviews, press and directories say about I See.
4.9from 121 reviews on Google
This clinic is noted for its thorough eye exams and a wide selection of frames, though some customers report issues with pricing and service responsiveness. Customers describe a welcoming and professional atmosphere at I See Eyecare Optometry, where staff are attentive and take the time to ensure comfort during eye exams and frame selection. The experience is often highlighted as smooth and efficient, particularly for families and individuals needing personalized care.
The AI Score is out of 100, read from 8 signals across search and AI.
33 Hamilton avg
Signal and how much it countsI See
Every business is scored the same way, and nobody can pay for a better score.
I See, as AI sees it. Blue signals help I See, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about I See. The code version is exactly what their crawlers get.
Local AI Registry · Eye care centers in Hamilton, ON · Editorial
By Steve Lee, founder and CEO of Local AI Registry. Updated October 29, 2026.
Published October 29, 2026 · Updated October 29, 2026 · Machine-readable version below
I See Eyecare Optometry is an eye care center in Hamilton, ON. Its AI Score is 32 of 100, which is poor.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Eye care center |
| Address | 284 Mud St W Unit #1&2, Stoney Creek, ON L8J 3Z6, Canada |
| Hours | Mon 11 AM to 6 PM · Tue 10 AM to 7 PM · Wed 11 AM to 6 PM · Thu 10 AM to 6 PM · Fri 10 AM to 7 PM · Sat 10 AM to 3 PM · Closed Sun |
| Phone | (905) 573-9999 |
| Rating | 4.9 across 121 reviews on Google |
| Updated | October 29, 2026 |
Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.
| Group | Fact | Value | Mark | Evidence |
|---|---|---|---|---|
| Location info | Address | 284 Mud St W Unit #1&2, Stoney Creek, ON L8J 3Z6, Canada | Confirmed | Google Business Profile |
| Location info | Description | At I See Eyecare we strive to give our patients and clients the best customer experience, while fulfilling all of their optical needs. Book your appointment with Dr. Maria Sanchez or Dr. E. Orlando Oliva | Confirmed | Google Business Profile |
| Location info | Hours | Mon 11:00 AM to 6:00 PM · Tue 10:00 AM to 7:00 PM · Wed 11:00 AM to 6:00 PM · Thu 10:00 AM to 6:00 PM · Fri 10:00 AM to 7:00 PM · Sat 10:00 AM to 3:00 PM · Sun Closed | Confirmed | Google Business Profile |
| Location info | Name | I See Eyecare Optometry | Confirmed | Google Business Profile |
| Location info | Phone | (905) 573-9999 | Confirmed | Google Business Profile |
| Hours | Monday | 11:00 AM to 6:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | 10:00 AM to 7:00 PM | Confirmed | Google Business Profile |
| Hours | Wednesday | 11:00 AM to 6:00 PM | Confirmed | Google Business Profile |
| Hours | Thursday | 10:00 AM to 6:00 PM | Confirmed | Google Business Profile |
| Hours | Friday | 10:00 AM to 7:00 PM | Confirmed | Google Business Profile |
| Hours | Saturday | 10:00 AM to 3:00 PM | Confirmed | Google Business Profile |
| Hours | Sunday | Closed | Confirmed | Google Business Profile |
| Team | Dr. Maria Sanchez | Confirmed | Google Business Profile | |
| Links | https://facebook.com/iseeeyecare | AI guess | Our record | |
| Links | https://instagram.com/iseeeyecare | AI guess | Our record | |
| Links | Website | https://iseeeyecareoptometry.com/ | Confirmed | Google Business Profile |
1 person is named on this page.
| Field | Value | Mark | Evidence |
|---|
Address: 284 Mud St W Unit #1&2, Stoney Creek, ON L8J 3Z6, Canada. Phone: (905) 573-9999. Hours: Mon 11 AM to 6 PM · Tue 10 AM to 7 PM · Wed 11 AM to 6 PM · Thu 10 AM to 6 PM · Fri 10 AM to 7 PM · Sat 10 AM to 3 PM · Closed Sun. (Confirmed, Google Business Profile.)
From Google Business Profile: "At I See Eyecare we strive to give our patients and clients the best customer experience, while fulfilling all of their optical needs. Book your appointment with Dr. Maria Sanchez or Dr. E. Orlando Oliva"
4.9 average across 121 reviews: Google 121. (Confirmed, read October 29, 2026.)
This clinic is noted for its thorough eye exams and a wide selection of frames, though some customers report issues with pricing and service responsiveness. (AI guess, from 121 reviews.)
It measures how likely AI engines are to recommend a business, and how accurately. Hamilton eye care centers run 20 to 66. Fair starts at 45, good at 65. I See scores 32, below the Hamilton average of 33. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | I See |
|---|---|---|---|---|
| Retrieval grounding | 26 | 0 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Poor |
| Off-property attestation | 20 | 42 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor |
| AI visibility | 14 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | ||
| Reviews & response | 12 | 84 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Good |
| Backlink & citation authority | 8 | 53 | Domain authority and editorial quality of the sources that attest to you. | Fair |
| Google Business Profile | 8 | 90 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 51 | Core Web Vitals at the 75th percentile, on a real phone. | Fair |
| Content freshness & schema | 5 | 77 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good |
Full method: https://localairegistry.com/methodology
How AI decides what to say about an eye care center: https://localairegistry.com/methodology#how-ai-decides-eye-surgery. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-eye-surgery
Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other.
| Entity | Type | ID on this page | Same as | Relationship to I See |
|---|---|---|---|---|
| I See Eyecare Optometry | MedicalBusiness | #business | https://iseeeyecareoptometry.com/ | Subject of this page |
| Dr. Maria Sanchez | Person | #team-maria-sanchez | ||
| Hamilton, Ontario | City | #city | City I See is in | |
| Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page |
| Steve Lee | Person | #author | https://localairegistry.com/team/steve-lee | Author of this page |
Where this page sits in the registry. It's one profile among the eye care centers in Hamilton, linked to the lists and towns around it.
This is exactly what this page sends to Google, Bing, ChatGPT, Claude, Perplexity and Gemini. We publish it in the open for two reasons: so you can see nothing here is hidden or made up, and so any business or developer can copy it. Being a good local AI steward means the machine version says exactly what the human version says.
Sent before the page. They tell crawlers the canonical address and that a plain markdown copy exists.
HTTP/2 200 content-type: text/html; charset=utf-8 link: <https://localairegistry.com/biz/on/hamilton/i-see-eyecare-optometry-hamilton-on>; rel="canonical", <https://localairegistry.com/biz/on/hamilton/i-see-eyecare-optometry-hamilton-on.md>; rel="alternate"; type="text/markdown", <https://localairegistry.com/llms.txt>; rel="describedby"
Title, description, canonical, robots and Open Graph tags. This is what shows in search results and link previews.
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One connected graph. Every person and service has its own @id and links to the business, and a licensed person links to the license and the board that issued it.
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# I See Eyecare Optometry, Hamilton ON: Reviews Source: Local AI Registry, https://localairegistry.com/biz/on/hamilton/i-see-eyecare-optometry-hamilton-on. Free to reuse with a link back. By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-10-29. Canonical: https://localairegistry.com/biz/on/hamilton/i-see-eyecare-optometry-hamilton-on ## Photos -  -  -  -  -  ## In short I See Eyecare Optometry is an eye care center in Hamilton, ON. Its AI Score is 32 of 100, which is poor. What each mark on this page means: https://localairegistry.com/methodology#marks ## Key facts | Fact | Value | | --- | --- | | Type | Eye care center | | Address | 284 Mud St W Unit #1&2, Stoney Creek, ON L8J 3Z6, Canada | | Hours | Mon 11 AM to 6 PM · Tue 10 AM to 7 PM · Wed 11 AM to 6 PM · Thu 10 AM to 6 PM · Fri 10 AM to 7 PM · Sat 10 AM to 3 PM · Closed Sun | | Phone | (905) 573-9999 | | Rating | 4.9 across 121 reviews on Google | | Updated | October 29, 2026 | ## All the details Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from. | Group | Fact | Value | Mark | Evidence | | --- | --- | --- | --- | --- | | Location info | Address | 284 Mud St W Unit #1&2, Stoney Creek, ON L8J 3Z6, Canada | Confirmed | Google Business Profile | | Location info | Description | At I See Eyecare we strive to give our patients and clients the best customer experience, while fulfilling all of their optical needs. Book your appointment with Dr. Maria Sanchez or Dr. E. Orlando Oliva | Confirmed | Google Business Profile | | Location info | Hours | Mon 11:00 AM to 6:00 PM · Tue 10:00 AM to 7:00 PM · Wed 11:00 AM to 6:00 PM · Thu 10:00 AM to 6:00 PM · Fri 10:00 AM to 7:00 PM · Sat 10:00 AM to 3:00 PM · Sun Closed | Confirmed | Google Business Profile | | Location info | Name | I See Eyecare Optometry | Confirmed | Google Business Profile | | Location info | Phone | (905) 573-9999 | Confirmed | Google Business Profile | | Hours | Monday | 11:00 AM to 6:00 PM | Confirmed | Google Business Profile | | Hours | Tuesday | 10:00 AM to 7:00 PM | Confirmed | Google Business Profile | | Hours | Wednesday | 11:00 AM to 6:00 PM | Confirmed | Google Business Profile | | Hours | Thursday | 10:00 AM to 6:00 PM | Confirmed | Google Business Profile | | Hours | Friday | 10:00 AM to 7:00 PM | Confirmed | Google Business Profile | | Hours | Saturday | 10:00 AM to 3:00 PM | Confirmed | Google Business Profile | | Hours | Sunday | Closed | Confirmed | Google Business Profile | | Team | Dr. Maria Sanchez | | Confirmed | Google Business Profile | | Links | Facebook | https://facebook.com/iseeeyecare | AI guess | Our record | | Links | Instagram | https://instagram.com/iseeeyecare | AI guess | Our record | | Links | Website | https://iseeeyecareoptometry.com/ | Confirmed | Google Business Profile | ## Services and prices Add your services so AI can say what you offer ### Known for Share your review link so AI can say what you're known for ## The team 1 person is named on this page. ### Dr. Maria Sanchez | Field | Value | Mark | Evidence | | --- | --- | --- | --- | ## Visiting I See Address: 284 Mud St W Unit #1&2, Stoney Creek, ON L8J 3Z6, Canada. Phone: (905) 573-9999. Hours: Mon 11 AM to 6 PM · Tue 10 AM to 7 PM · Wed 11 AM to 6 PM · Thu 10 AM to 6 PM · Fri 10 AM to 7 PM · Sat 10 AM to 3 PM · Closed Sun. (Confirmed, Google Business Profile.) ### Location info from Google Business Profile From Google Business Profile: "At I See Eyecare we strive to give our patients and clients the best customer experience, while fulfilling all of their optical needs. Book your appointment with Dr. Maria Sanchez or Dr. E. Orlando Oliva" ### Parking and getting in Add your parking so AI can tell people where to park Add how to find your door so AI can walk people in ## Reputation 4.9 average across 121 reviews: Google 121. (Confirmed, read October 29, 2026.) This clinic is noted for its thorough eye exams and a wide selection of frames, though some customers report issues with pricing and service responsiveness. (AI guess, from 121 reviews.) ### What people like - Thorough eye exams - Wide variety of frames - Helpful staff during frame selection - Ability to accommodate special requests - Effective communication about prescriptions ### What people do not like - Long waits for glasses repairs - Unresponsive front desk - High prices for glasses and lenses ### Press Add a press story so AI can say who's written about you ### Awards Add an award so AI can name it ### Directories Get listed in directories so AI can tell you're real ## Questions people ask ### Ballpark for a visit to an eye doctor in Hamilton? ### is Hamilton expensive for this, or is it just here ### anything new from I See lately? ### Sundays at I See, are they open? ### Turning up at I See for the first time, what happens? ### recovery after I See, what do people actually say? ### never been to I See in Hamilton, how does it go? ### Insurance and payment here? ### Busiest day at I See, anyone know? ### opening hours here, what are they these days? ### what else is on Mud around this place? ### going to I See on Saturday, what should I expect ### medical staff here, or is it techs? ### best optometrist in Hamilton, ON ### Why do people rate this place? ### which one, I See or Mountain Eye? ### how far out is this place booking right now? ### any last minute appts at I See? ### bad experiences at I See, anyone? ### who should I ask for at I See? ## The AI Score: 32 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Hamilton eye care centers run 20 to 66. Fair starts at 45, good at 65. I See scores 32, below the Hamilton average of 33. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | I See | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | 0 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Poor | | Off-property attestation | 20 | 42 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor | | AI visibility | 14 | | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | | | Reviews & response | 12 | 84 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Good | | Backlink & citation authority | 8 | 53 | Domain authority and editorial quality of the sources that attest to you. | Fair | | Google Business Profile | 8 | 90 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good | | Speed & mobile | 7 | 51 | Core Web Vitals at the 75th percentile, on a real phone. | Fair | | Content freshness & schema | 5 | 77 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good | Full method: https://localairegistry.com/methodology How AI decides what to say about an eye care center: https://localairegistry.com/methodology#how-ai-decides-eye-surgery. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-eye-surgery ## Entity map Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other. | Entity | Type | ID on this page | Same as | Relationship to I See | | --- | --- | --- | --- | --- | | I See Eyecare Optometry | MedicalBusiness | #business | https://iseeeyecareoptometry.com/ | Subject of this page | | Dr. Maria Sanchez | Person | #team-maria-sanchez | | | | Hamilton, Ontario | City | #city | | City I See is in | | Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page | | Steve Lee | Person | #author | https://localairegistry.com/team/steve-lee | Author of this page | ## Topical map Where this page sits in the registry. It's one profile among the eye care centers in Hamilton, linked to the lists and towns around it. ### Lists - Best eye care centers in Hamilton: https://localairegistry.com/leaderboards/on/hamilton/eye-care-center - Best businesses in Hamilton: https://localairegistry.com/leaderboards/on/hamilton ### Nearby - /burlington: https://localairegistry.com/leaderboards/on/burlington - /oakville: https://localairegistry.com/leaderboards/on/oakville - /mississauga: https://localairegistry.com/leaderboards/on/mississauga - /toronto: https://localairegistry.com/leaderboards/on/toronto - /ottawa: https://localairegistry.com/leaderboards/on/ottawa - /brampton: https://localairegistry.com/leaderboards/on/brampton ### Every list - Every leaderboard in Ontario: https://localairegistry.com/leaderboards/on ## References ### Sources cited - [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJpRrEXAeZLIgRs1Moch3bn_I (accessed Oct 29, 2026)
The files every page on the registry shares, and how to copy this code for your own site, are here: https://localairegistry.com/developers
Every source behind this page, including every post and comment from locals. Each has its own permanent link, so AI engines can check it and anything copied from here carries its link back.
You're free to copy anything on this page, as long as you keep the reference links. How to copy it or link to it
The whole page exactly as crawlers get it: head tags, one connected JSON-LD graph, and every section in semantic HTML.
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<main>
<article>
<header>
<p>Local AI Registry · Eye care centers in Hamilton, ON · Editorial</p>
<h2>I See Eyecare Optometry, Hamilton ON: Reviews</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Updated October 29, 2026.</p>
<p>Published October 29, 2026 · Updated October 29, 2026 · Machine-readable version below</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>I See Eyecare Optometry is an eye care center in Hamilton, ON. Its AI Score is 32 of 100, which is poor.</p>
<p>What each mark on this page means: https://localairegistry.com/methodology#marks</p>
</section>
<section id="ai-key-facts">
<h3>Key facts</h3>
<table>
<thead><tr><th scope="col">Fact</th><th scope="col">Value</th></tr></thead>
<tbody>
<tr><td>Type</td><td>Eye care center</td></tr>
<tr><td>Address</td><td>284 Mud St W Unit #1&2, Stoney Creek, ON L8J 3Z6, Canada</td></tr>
<tr><td>Hours</td><td>Mon 11 AM to 6 PM · Tue 10 AM to 7 PM · Wed 11 AM to 6 PM · Thu 10 AM to 6 PM · Fri 10 AM to 7 PM · Sat 10 AM to 3 PM · Closed Sun</td></tr>
<tr><td>Phone</td><td>(905) 573-9999</td></tr>
<tr><td>Rating</td><td>4.9 across 121 reviews on Google</td></tr>
<tr><td>Updated</td><td>October 29, 2026</td></tr>
</tbody>
</table>
</section>
<section id="ai-all-the-details">
<h3>All the details</h3>
<p>Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.</p>
<table>
<thead><tr><th scope="col">Group</th><th scope="col">Fact</th><th scope="col">Value</th><th scope="col">Mark</th><th scope="col">Evidence</th></tr></thead>
<tbody>
<tr><td>Location info</td><td>Address</td><td>284 Mud St W Unit #1&2, Stoney Creek, ON L8J 3Z6, Canada</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Description</td><td>At I See Eyecare we strive to give our patients and clients the best customer experience, while fulfilling all of their optical needs. Book your appointment with Dr. Maria Sanchez or Dr. E. Orlando Oliva</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Hours</td><td>Mon 11:00 AM to 6:00 PM · Tue 10:00 AM to 7:00 PM · Wed 11:00 AM to 6:00 PM · Thu 10:00 AM to 6:00 PM · Fri 10:00 AM to 7:00 PM · Sat 10:00 AM to 3:00 PM · Sun Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Name</td><td>I See Eyecare Optometry</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(905) 573-9999</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Monday</td><td>11:00 AM to 6:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Tuesday</td><td>10:00 AM to 7:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Wednesday</td><td>11:00 AM to 6:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Thursday</td><td>10:00 AM to 6:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Friday</td><td>10:00 AM to 7:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Saturday</td><td>10:00 AM to 3:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Sunday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Team</td><td>Dr. Maria Sanchez</td><td></td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Links</td><td>Facebook</td><td>https://facebook.com/iseeeyecare</td><td>AI guess</td><td>Our record</td></tr>
<tr><td>Links</td><td>Instagram</td><td>https://instagram.com/iseeeyecare</td><td>AI guess</td><td>Our record</td></tr>
<tr><td>Links</td><td>Website</td><td>https://iseeeyecareoptometry.com/</td><td>Confirmed</td><td>Google Business Profile</td></tr>
</tbody>
</table>
</section>
<section id="ai-services-and-prices">
<h3>Services and prices</h3>
<h4>Known for</h4>
</section>
<section id="ai-the-team">
<h3>The team</h3>
<p>1 person is named on this page.</p>
<h4>Dr. Maria Sanchez</h4>
<table>
<thead><tr><th scope="col">Field</th><th scope="col">Value</th><th scope="col">Mark</th><th scope="col">Evidence</th></tr></thead>
<tbody>
</tbody>
</table>
</section>
<section id="ai-visiting-i-see">
<h3>Visiting I See</h3>
<p>Address: 284 Mud St W Unit #1&2, Stoney Creek, ON L8J 3Z6, Canada. Phone: (905) 573-9999. Hours: Mon 11 AM to 6 PM · Tue 10 AM to 7 PM · Wed 11 AM to 6 PM · Thu 10 AM to 6 PM · Fri 10 AM to 7 PM · Sat 10 AM to 3 PM · Closed Sun. (Confirmed, Google Business Profile.)</p>
<h4>Location info from Google Business Profile</h4>
<p>From Google Business Profile: "At I See Eyecare we strive to give our patients and clients the best customer experience, while fulfilling all of their optical needs. Book your appointment with Dr. Maria Sanchez or Dr. E. Orlando Oliva"</p>
<h4>Parking and getting in</h4>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>4.9 average across 121 reviews: Google 121. (Confirmed, read October 29, 2026.)</p>
<p>This clinic is noted for its thorough eye exams and a wide selection of frames, though some customers report issues with pricing and service responsiveness. (AI guess, from 121 reviews.)</p>
<h4>What people like</h4>
<ul>
<li>Thorough eye exams</li>
<li>Wide variety of frames</li>
<li>Helpful staff during frame selection</li>
<li>Ability to accommodate special requests</li>
<li>Effective communication about prescriptions</li>
</ul>
<h4>What people do not like</h4>
<ul>
<li>Long waits for glasses repairs</li>
<li>Unresponsive front desk</li>
<li>High prices for glasses and lenses</li>
</ul>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>Ballpark for a visit to an eye doctor in Hamilton?</h4>
<h4>is Hamilton expensive for this, or is it just here</h4>
<h4>anything new from I See lately?</h4>
<h4>Sundays at I See, are they open?</h4>
<h4>Turning up at I See for the first time, what happens?</h4>
<h4>recovery after I See, what do people actually say?</h4>
<h4>never been to I See in Hamilton, how does it go?</h4>
<h4>Insurance and payment here?</h4>
<h4>Busiest day at I See, anyone know?</h4>
<h4>opening hours here, what are they these days?</h4>
<h4>what else is on Mud around this place?</h4>
<h4>going to I See on Saturday, what should I expect</h4>
<h4>medical staff here, or is it techs?</h4>
<h4>best optometrist in Hamilton, ON</h4>
<h4>Why do people rate this place?</h4>
<h4>which one, I See or Mountain Eye?</h4>
<h4>how far out is this place booking right now?</h4>
<h4>any last minute appts at I See?</h4>
<h4>bad experiences at I See, anyone?</h4>
<h4>who should I ask for at I See?</h4>
</section>
<section id="ai-score">
<h3>The AI Score: 32 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. Hamilton eye care centers run 20 to 66. Fair starts at 45, good at 65. I See scores 32, below the Hamilton average of 33. The same method scores every business on the registry.</p>
<table>
<thead><tr><th scope="col">Signal</th><th scope="col">Weight</th><th scope="col">Score</th><th scope="col">What it measures</th><th scope="col">I See</th></tr></thead>
<tbody>
<tr><td>Retrieval grounding</td><td>26</td><td>0</td><td>Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on.</td><td>Poor</td></tr>
<tr><td>Off-property attestation</td><td>20</td><td>42</td><td>Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.</td><td>Poor</td></tr>
<tr><td>AI visibility</td><td>14</td><td></td><td>Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.</td><td></td></tr>
<tr><td>Reviews & response</td><td>12</td><td>84</td><td>The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.</td><td>Good</td></tr>
<tr><td>Backlink & citation authority</td><td>8</td><td>53</td><td>Domain authority and editorial quality of the sources that attest to you.</td><td>Fair</td></tr>
<tr><td>Google Business Profile</td><td>8</td><td>90</td><td>Required and recommended fields; update cadence. The listing AI pulls from first.</td><td>Good</td></tr>
<tr><td>Speed & mobile</td><td>7</td><td>51</td><td>Core Web Vitals at the 75th percentile, on a real phone.</td><td>Fair</td></tr>
<tr><td>Content freshness & schema</td><td>5</td><td>77</td><td>Crawl recency, intent alignment, valid JSON-LD, canonicals.</td><td>Good</td></tr>
</tbody>
</table>
<p>Full method: https://localairegistry.com/methodology</p>
<p>How AI decides what to say about an eye care center: https://localairegistry.com/methodology#how-ai-decides-eye-surgery. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-eye-surgery</p>
</section>
<section id="ai-entity-map">
<h3>Entity map</h3>
<p>Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other.</p>
<table>
<thead><tr><th scope="col">Entity</th><th scope="col">Type</th><th scope="col">ID on this page</th><th scope="col">Same as</th><th scope="col">Relationship to I See</th></tr></thead>
<tbody>
<tr><td>I See Eyecare Optometry</td><td>MedicalBusiness</td><td>#business</td><td>https://iseeeyecareoptometry.com/</td><td>Subject of this page</td></tr>
<tr><td>Dr. Maria Sanchez</td><td>Person</td><td>#team-maria-sanchez</td><td></td><td></td></tr>
<tr><td>Hamilton, Ontario</td><td>City</td><td>#city</td><td></td><td>City I See is in</td></tr>
<tr><td>Local AI Registry</td><td>Organization</td><td>#publisher</td><td>https://localairegistry.com</td><td>Publisher of this page</td></tr>
<tr><td>Steve Lee</td><td>Person</td><td>#author</td><td>https://localairegistry.com/team/steve-lee</td><td>Author of this page</td></tr>
</tbody>
</table>
</section>
<section id="ai-topical-map">
<h3>Topical map</h3>
<p>Where this page sits in the registry. It's one profile among the eye care centers in Hamilton, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best eye care centers in Hamilton: https://localairegistry.com/leaderboards/on/hamilton/eye-care-center</li>
<li>Best businesses in Hamilton: https://localairegistry.com/leaderboards/on/hamilton</li>
</ul>
<h4>Nearby</h4>
<ul>
<li>/burlington: https://localairegistry.com/leaderboards/on/burlington</li>
<li>/oakville: https://localairegistry.com/leaderboards/on/oakville</li>
<li>/mississauga: https://localairegistry.com/leaderboards/on/mississauga</li>
<li>/toronto: https://localairegistry.com/leaderboards/on/toronto</li>
<li>/ottawa: https://localairegistry.com/leaderboards/on/ottawa</li>
<li>/brampton: https://localairegistry.com/leaderboards/on/brampton</li>
</ul>
<h4>Every list</h4>
<ul>
<li>Every leaderboard in Ontario: https://localairegistry.com/leaderboards/on</li>
</ul>
</section>
<section id="ai-references">
<h3>References</h3>
<h4>Sources cited</h4>
<ul>
<li>[1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJpRrEXAeZLIgRs1Moch3bn_I (accessed Oct 29, 2026)</li>
</ul>
</section>
</article>
</main>
</body>
</html>This is the evidence for every fact on this page, across Locals, Services, Team, Visit, Reputation and Updates. Each reference names the fact, the source, what kind of source it is, and the date it was checked, with a link and an archived copy so anyone can verify it. Visitor references are dated firsthand accounts. AI guesses record what an AI engine said on that date, not what is true.